When police buses roll away from protest sites and drop detainees at unfamiliar police stations across India’s capital, getting home safely is a race against time and confusion. To solve this operational bottleneck during recent demonstrations, 25-year-old Delhi-based operations and strategy professional Rajiv Choudhary built a private digital logistics hub known as the Detainee Gharwapsi Yojana, The Telegraph Online reported.
The private platform functions as a transport control room, combining a volunteer database, a live transit map, and a real-time coordination desk. Choudhary developed the system using artificial intelligence tools without writing traditional computer code himself. The project evolved from a simple Google spreadsheet used during earlier Cockroach Janata Party protests at Jantar Mantar into a structured digital command center, helping more than 250 people return home safely during initial rollouts.
Building a Digital Transport Hub for Detainees
The platform coordinates logistics between ground volunteers, dispatch operators, and volunteer drivers using a dedicated WhatsApp network. During October protests in Delhi against the Election Commission’s Special Intensive Revision of electoral rolls and chief election commissioner Gyanesh Kumar, security forces detained over 700 protesters. Ground volunteers distribute pamphlets bearing an SOS number to activists as they enter police buses, allowing detainees to call or message once released.

Incoming distress messages flow directly into Choudhary’s private dashboard via WhatsApp. Operators paste unformatted text messages into a Smart Paste field. The artificial intelligence parses the text in English, Hindi, or Hinglish, populating relevant fields while flagging critical needs such as medical assistance, hunger, or female detainees.
Coordinating Volunteer Drivers Across Delhi
Once an entry populates the dashboard, the system maps the bus trajectory and cross-references its location with available volunteer drivers. During live operations, the platform displays metrics such as 18 active drivers out of a total pool of 24. Operators contact nearby drivers with a single tap, tracking their progress along a live pipeline that records dispatched, on the way, arrived, and dropped home statuses.
The interface integrates nearby metro stations for secure drop-off points and utilizes built-in check-in timers to alert operators if a driver or detainee fails to confirm their safety. While the dashboard streamlines dispatching, Choudhary emphasizes that the technology relies entirely on human input. Ground contacts must send initial messages, operators must verify data entries, and volunteers must physically drive vehicles.
Volunteer driver shortages limit dashboard expansion
The dashboard has successfully coordinated transit for 10 to 15 detainees during recent deployments, but platform expansion depends entirely on maintaining an active pool of drivers. Choudhary remains open to sharing the software with other volunteer groups and incorporating suggestions from web developers. However, finding enough willing volunteer drivers remains the primary operational hurdle for the transport desk.
How detainees contact Gharwapsi network and dashboard technology
How do detainees contact the Gharwapsi network from police buses?
Ground volunteers distribute printed flyers containing a direct SOS phone number to activists as they are being loaded onto police transport buses. Detainees use this number to send distress messages or call for help once they are released at unfamiliar locations.
What technologies power the Detainee Gharwapsi Yojana dashboard?
The platform is a custom transport dashboard built using AI-assisted development methods without traditional computer coding. It features automated text-parsing capabilities that convert unformatted messages in English, Hindi, or Hinglish into structured database entries.
How many protesters were detained during the October demonstrations in Delhi?
Over 700 protesters were detained during demonstrations on October 2, 3, and 4 against chief election commissioner Gyanesh Kumar and the Election Commission’s Special Intensive Revision of electoral rolls.
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